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NIPS
2007
13 years 9 months ago
Probabilistic Matrix Factorization
Many existing approaches to collaborative filtering can neither handle very large datasets nor easily deal with users who have very few ratings. In this paper we present the Prob...
Ruslan Salakhutdinov, Andriy Mnih
SIGGRAPH
1993
ACM
14 years 4 days ago
Turbulent wind fields for gaseous phenomena
The realistic depiction of smoke, steam, mist and water reacting to a turbulent eld such as wind is an attractive and challenging problem. Its solution requires interlocking model...
Jos Stam, Eugene Fiume
NIPS
2001
13 years 9 months ago
Probabilistic principles in unsupervised learning of visual structure: human data and a model
To find out how the representations of structured visual objects depend on the co-occurrence statistics of their constituents, we exposed subjects to a set of composite images wit...
Shimon Edelman, Benjamin P. Hiles, Hwajin Yang, Na...
SSS
2009
Springer
14 years 2 months ago
Stability of Distributed Algorithms in the Face of Incessant Faults
Abstract. For large distributed systems built from inexpensive components, one expects to see incessant failures. This paper proposes two models for such faults and analyzes two we...
Robert E. Lee DeVille, Sayan Mitra
RSP
2005
IEEE
107views Control Systems» more  RSP 2005»
14 years 1 months ago
Rapid Prototyping of Embedded Software Using Selective Formalism
Our software synthesis tool, CSP++, generates C++ source code from verifiable CSPm specifications, and includes a framework for runtime execution. Our technique of selective for...
John D. Carter, Ming Xu, William B. Gardner